Metaheuristic applications to speech enhancement /
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Author / Creator: | Kunche, Prajna, author. |
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Imprint: | Switzerland : Springer, 2016. |
Description: | 1 online resource (ix, 122 pages) : illustrations (some color) |
Language: | English |
Series: | SpringerBriefs in electrical and computer engineering, Speech technology SpringerBriefs in electrical and computer engineering. Speech technology. |
Subject: | |
Format: | E-Resource Book |
URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11254689 |
Other authors / contributors: | Reddy, K. V. V. S., author. |
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ISBN: | 9783319316833 3319316834 3319316818 9783319316819 9783319316819 |
Notes: | Includes bibliographical references and index. Online resource; title from PDF title page (SpringerLink, viewed April 20, 2016). |
Summary: | This book serves as a basic reference for those interested in the application of metaheuristics to speech enhancement. The major goal of the book is to explain the basic concepts of optimization methods and their use in heuristic optimization in speech enhancement to scientists, practicing engineers, and academic researchers in speech processing. The authors discuss why it has been a challenging problem for researchers to develop new enhancement algorithms that aid in the quality and intelligibility of degraded speech. They present powerful optimization methods to speech enhancement that can help to solve the noise reduction problems. Readers will be able to understand the fundamentals of speech processing as well as the optimization techniques, how the speech enhancement algorithms are implemented by utilizing optimization methods, and will be given the tools to develop new algorithms. The authors also provide a comprehensive literature survey regarding the topic. |
Other form: | Printed edition: 9783319316819 |
Standard no.: | 10.1007/978-3-319-31683-3 |
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